English geotrend_10_epochs_pipeline pipeline BertForTokenClassification from Azizun

Description

Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.geotrend_10_epochs_pipeline is a English model originally trained by Azizun.

Predicted Entities

Download Copy S3 URI

How to use

pipeline = PretrainedPipeline("geotrend_10_epochs_pipeline", lang = "en")
annotations =  pipeline.transform(df)
val pipeline = new PretrainedPipeline("geotrend_10_epochs_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: geotrend_10_epochs_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 344.9 MB

References

References

https://huggingface.co/Azizun/Geotrend-10-epochs

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForTokenClassification